| Issue |
EPL
Volume 144, Number 1, October 2023
|
|
|---|---|---|
| Article Number | 11003 | |
| Number of page(s) | 7 | |
| Section | Statistical physics and networks | |
| DOI | https://doi.org/10.1209/0295-5075/acfdc9 | |
| Published online | 24 October 2023 | |
Community detection from fuzzy and higher-order perspectives
1 College of Information and Communication Engineering, Dalian Minzu University - Dalian 116600, China
2 School of Journalism and Communication, Beijing Normal University - Beijing 100875, China
(a) E-mail: xuxiaoke@foxmail.com (corresponding author)
Received: 17 August 2023
Accepted: 27 September 2023
Our ability to observe the mesoscale topology of complex networks through community detection has significantly advanced in the past decades. This progress has opened up new frontiers in discovering more sophisticated and meaningful community structures that possess fuzzy and higher-order characteristics. This review provides an overview of two emerging research directions, which are fuzzy and higher-order community detection. It includes related concepts and practical scenarios, mathematical descriptions and latest advancements, as well as current challenges and future directions. Therefore, it will facilitate researchers in swiftly grasping the two emerging fields, offering valuable insights for future development of community detection studies.
© 2023 EPLA
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